Regression on Boston (UCI)
-2.301Log-LikelihoodSun et al.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sun et al.Architecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -2.301 | 2.378 | |
| VeBNNInference Family=MC-Dropout2025.05 | -2.42 | — | |
| VeBNNInference Family=Ensembles2025.05 | -2.54 | — | |
| MVEInference Family=pSGLD2025.05 | -2.57 | — | |
| VeBNNInference Family=pSGLD2025.05 | -2.57 | — | |
| VeBNNInference Family=BBB2025.05 | -2.67 | — | |
| MVEInference Family=MC-Dropout2025.05 | -2.69 | — | |
| MVEInference Family=Ensembles2025.05 | -2.71 | — | |
| MVEMode=Natural2025.05 | -2.74 | — | |
| Evidential2025.05 | -2.84 | — | |
| MVELoss=βNLL, β=1.02025.05 | -2.94 | — | |
| FSVIArchitecture=one hidden layer with 50 hidden units, Seeds=10 random seeds2023.12 | -3.15 | 3.632 | |
| MVEInference Family=BBB2025.05 | -47.97 | — |